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ORCIDBibTeX records: William L. Hamilton
@article{DBLP:journals/bib/BonnerBYSEBHH22,
author = {Stephen Bonner and
Ian P. Barrett and
Cheng Ye and
Rowan Swiers and
Ola Engkvist and
Andreas Bender and
Charles Tapley Hoyt and
William L. Hamilton},
title = {A review of biomedical datasets relating to drug discovery: a knowledge
graph perspective},
journal = {Briefings Bioinform.},
volume = {23},
number = {6},
year = {2022},
url = {https://doi.org/10.1093/bib/bbac404},
doi = {10.1093/BIB/BBAC404},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/BonnerBYSEBHH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/OliverMPHW22,
author = {Carlos G. Oliver and
Vincent Mallet and
Pericles Philippopoulos and
William L. Hamilton and
J{\'{e}}r{\^{o}}me Waldisp{\"{u}}hl},
title = {Vernal: a tool for mining fuzzy network motifs in {RNA}},
journal = {Bioinform.},
volume = {38},
number = {4},
pages = {970--976},
year = {2022},
url = {https://doi.org/10.1093/bioinformatics/btab768},
doi = {10.1093/BIOINFORMATICS/BTAB768},
timestamp = {Tue, 15 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/bioinformatics/OliverMPHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/MalletOBHW22,
author = {Vincent Mallet and
Carlos G. Oliver and
Jonathan Broadbent and
William L. Hamilton and
J{\'{e}}r{\^{o}}me Waldisp{\"{u}}hl},
title = {RNAglib: a python package for {RNA} 2.5 {D} graphs},
journal = {Bioinform.},
volume = {38},
number = {5},
pages = {1458--1459},
year = {2022},
url = {https://doi.org/10.1093/bioinformatics/btab844},
doi = {10.1093/BIOINFORMATICS/BTAB844},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/MalletOBHW22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/0001DWH22,
author = {Mikhail Galkin and
Etienne G. Denis and
Jiapeng Wu and
William L. Hamilton},
title = {NodePiece: Compositional and Parameter-Efficient Representations of
Large Knowledge Graphs},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=xMJWUKJnFSw},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/0001DWH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/MladenovicBBHLV22,
author = {Andjela Mladenovic and
Avishek Joey Bose and
Hugo Berard and
William L. Hamilton and
Simon Lacoste{-}Julien and
Pascal Vincent and
Gauthier Gidel},
title = {Online Adversarial Attacks},
booktitle = {The Tenth International Conference on Learning Representations, {ICLR}
2022, Virtual Event, April 25-29, 2022},
publisher = {OpenReview.net},
year = {2022},
url = {https://openreview.net/forum?id=bYGSzbCM\_i},
timestamp = {Sat, 20 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/MladenovicBBHLV22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SachanPSKPHC20,
author = {Devendra Singh Sachan and
Mostofa Patwary and
Mohammad Shoeybi and
Neel Kant and
Wei Ping and
William L. Hamilton and
Bryan Catanzaro},
editor = {Chengqing Zong and
Fei Xia and
Wenjie Li and
Roberto Navigli},
title = {End-to-End Training of Neural Retrievers for Open-Domain Question
Answering},
booktitle = {Proceedings of the 59th Annual Meeting of the Association for Computational
Linguistics and the 11th International Joint Conference on Natural
Language Processing, {ACL/IJCNLP} 2021, (Volume 1: Long Papers), Virtual
Event, August 1-6, 2021},
pages = {6648--6662},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.acl-long.519},
doi = {10.18653/V1/2021.ACL-LONG.519},
timestamp = {Mon, 09 Aug 2021 16:25:37 +0200},
biburl = {https://dblp.org/rec/conf/acl/SachanPSKPHC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/SachanZQH21,
author = {Devendra Singh Sachan and
Yuhao Zhang and
Peng Qi and
William L. Hamilton},
editor = {Paola Merlo and
J{\"{o}}rg Tiedemann and
Reut Tsarfaty},
title = {Do Syntax Trees Help Pre-trained Transformers Extract Information?},
booktitle = {Proceedings of the 16th Conference of the European Chapter of the
Association for Computational Linguistics: Main Volume, {EACL} 2021,
Online, April 19 - 23, 2021},
pages = {2647--2661},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.eacl-main.228},
doi = {10.18653/V1/2021.EACL-MAIN.228},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eacl/SachanZQH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eacl/JamborTPH21,
author = {Dora Jambor and
Komal K. Teru and
Joelle Pineau and
William L. Hamilton},
editor = {Paola Merlo and
J{\"{o}}rg Tiedemann and
Reut Tsarfaty},
title = {Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs},
booktitle = {Proceedings of the 16th Conference of the European Chapter of the
Association for Computational Linguistics: Main Volume, {EACL} 2021,
Online, April 19 - 23, 2021},
pages = {2816--2822},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://doi.org/10.18653/v1/2021.eacl-main.245},
doi = {10.18653/V1/2021.EACL-MAIN.245},
timestamp = {Thu, 20 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/eacl/JamborTPH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/SandfelderVH21,
author = {Dylan Sandfelder and
Priyesh Vijayan and
William L. Hamilton},
title = {Ego-GNNs: Exploiting Ego Structures in Graph Neural Networks},
booktitle = {{IEEE} International Conference on Acoustics, Speech and Signal Processing,
{ICASSP} 2021, Toronto, ON, Canada, June 6-11, 2021},
pages = {8523--8527},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICASSP39728.2021.9414015},
doi = {10.1109/ICASSP39728.2021.9414015},
timestamp = {Fri, 09 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icassp/SandfelderVH21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuHLJL21,
author = {Lu Liu and
William L. Hamilton and
Guodong Long and
Jing Jiang and
Hugo Larochelle},
title = {A Universal Representation Transformer Layer for Few-Shot Image Classification},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=04cII6MumYV},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iclr/LiuHLJL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/YanHB21,
author = {Zichao Yan and
William L. Hamilton and
Mathieu Blanchette},
title = {Neural representation and generation for {RNA} secondary structures},
booktitle = {9th International Conference on Learning Representations, {ICLR} 2021,
Virtual Event, Austria, May 3-7, 2021},
publisher = {OpenReview.net},
year = {2021},
url = {https://openreview.net/forum?id=snOgiCYZgJ7},
timestamp = {Wed, 23 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iclr/YanHB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BeainiPLHCL21,
author = {Dominique Beaini and
Saro Passaro and
Vincent L{\'{e}}tourneau and
William L. Hamilton and
Gabriele Corso and
Pietro Li{\'{o}}},
editor = {Marina Meila and
Tong Zhang},
title = {Directional Graph Networks},
booktitle = {Proceedings of the 38th International Conference on Machine Learning,
{ICML} 2021, 18-24 July 2021, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {139},
pages = {748--758},
publisher = {{PMLR}},
year = {2021},
url = {http://proceedings.mlr.press/v139/beani21a.html},
timestamp = {Wed, 25 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/BeainiPLHCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/KreuzerBHLT21,
author = {Devin Kreuzer and
Dominique Beaini and
William L. Hamilton and
Vincent L{\'{e}}tourneau and
Prudencio Tossou},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Rethinking Graph Transformers with Spectral Attention},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {21618--21629},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/b4fd1d2cb085390fbbadae65e07876a7-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/KreuzerBHLT21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SachanRHDY21,
author = {Devendra Singh Sachan and
Siva Reddy and
William L. Hamilton and
Chris Dyer and
Dani Yogatama},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {End-to-End Training of Multi-Document Reader and Retriever for Open-Domain
Question Answering},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {25968--25981},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/da3fde159d754a2555eaa198d2d105b2-Abstract.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/SachanRHDY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00408,
author = {Devendra Singh Sachan and
Mostofa Patwary and
Mohammad Shoeybi and
Neel Kant and
Wei Ping and
William L. Hamilton and
Bryan Catanzaro},
title = {End-to-End Training of Neural Retrievers for Open-Domain Question
Answering},
journal = {CoRR},
volume = {abs/2101.00408},
year = {2021},
url = {https://arxiv.org/abs/2101.00408},
eprinttype = {arXiv},
eprint = {2101.00408},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-10249,
author = {Greta Laage and
Emma Frejinger and
William L. Hamilton and
Andrea Lodi and
Guillaume Rabusseau},
title = {Estimating the Impact of an Improvement to a Revenue Management System:
An Airline Application},
journal = {CoRR},
volume = {abs/2101.10249},
year = {2021},
url = {https://arxiv.org/abs/2101.10249},
eprinttype = {arXiv},
eprint = {2101.10249},
timestamp = {Sat, 30 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-10249.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-00925,
author = {Zichao Yan and
William L. Hamilton and
Mathieu Blanchette},
title = {Neural representation and generation for {RNA} secondary structures},
journal = {CoRR},
volume = {abs/2102.00925},
year = {2021},
url = {https://arxiv.org/abs/2102.00925},
eprinttype = {arXiv},
eprint = {2102.00925},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-00925.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-03419,
author = {Dora Jambor and
Komal K. Teru and
Joelle Pineau and
William L. Hamilton},
title = {Exploring the Limits of Few-Shot Link Prediction in Knowledge Graphs},
journal = {CoRR},
volume = {abs/2102.03419},
year = {2021},
url = {https://arxiv.org/abs/2102.03419},
eprinttype = {arXiv},
eprint = {2102.03419},
timestamp = {Wed, 10 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-03419.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2102-10062,
author = {Stephen Bonner and
Ian P. Barrett and
Cheng Ye and
Rowan Swiers and
Ola Engkvist and
Andreas Bender and
William L. Hamilton},
title = {A Review of Biomedical Datasets Relating to Drug Discovery: {A} Knowledge
Graph Perspective},
journal = {CoRR},
volume = {abs/2102.10062},
year = {2021},
url = {https://arxiv.org/abs/2102.10062},
eprinttype = {arXiv},
eprint = {2102.10062},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2102-10062.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-02014,
author = {Andjela Mladenovic and
Avishek Joey Bose and
Hugo Berard and
William L. Hamilton and
Simon Lacoste{-}Julien and
Pascal Vincent and
Gauthier Gidel},
title = {Online Adversarial Attacks},
journal = {CoRR},
volume = {abs/2103.02014},
year = {2021},
url = {https://arxiv.org/abs/2103.02014},
eprinttype = {arXiv},
eprint = {2103.02014},
timestamp = {Thu, 04 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-02014.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-10488,
author = {Stephen Bonner and
Ian P. Barrett and
Cheng Ye and
Rowan Swiers and
Ola Engkvist and
William L. Hamilton},
title = {Understanding the Performance of Knowledge Graph Embeddings in Drug
Discovery},
journal = {CoRR},
volume = {abs/2105.10488},
year = {2021},
url = {https://arxiv.org/abs/2105.10488},
eprinttype = {arXiv},
eprint = {2105.10488},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-10488.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-03893,
author = {Devin Kreuzer and
Dominique Beaini and
William L. Hamilton and
Vincent L{\'{e}}tourneau and
Prudencio Tossou},
title = {Rethinking Graph Transformers with Spectral Attention},
journal = {CoRR},
volume = {abs/2106.03893},
year = {2021},
url = {https://arxiv.org/abs/2106.03893},
eprinttype = {arXiv},
eprint = {2106.03893},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-03893.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-05346,
author = {Devendra Singh Sachan and
Siva Reddy and
William L. Hamilton and
Chris Dyer and
Dani Yogatama},
title = {End-to-End Training of Multi-Document Reader and Retriever for Open-Domain
Question Answering},
journal = {CoRR},
volume = {abs/2106.05346},
year = {2021},
url = {https://arxiv.org/abs/2106.05346},
eprinttype = {arXiv},
eprint = {2106.05346},
timestamp = {Tue, 15 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-05346.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-12144,
author = {Mikhail Galkin and
Jiapeng Wu and
Etienne G. Denis and
William L. Hamilton},
title = {NodePiece: Compositional and Parameter-Efficient Representations of
Large Knowledge Graphs},
journal = {CoRR},
volume = {abs/2106.12144},
year = {2021},
url = {https://arxiv.org/abs/2106.12144},
eprinttype = {arXiv},
eprint = {2106.12144},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-12144.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-10957,
author = {Dylan Sandfelder and
Priyesh Vijayan and
William L. Hamilton},
title = {Ego-GNNs: Exploiting Ego Structures in Graph Neural Networks},
journal = {CoRR},
volume = {abs/2107.10957},
year = {2021},
url = {https://arxiv.org/abs/2107.10957},
eprinttype = {arXiv},
eprint = {2107.10957},
timestamp = {Thu, 29 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-10957.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09432,
author = {Vincent Mallet and
Carlos G. Oliver and
William L. Hamilton},
title = {Edge-similarity-aware Graph Neural Networks},
journal = {CoRR},
volume = {abs/2109.09432},
year = {2021},
url = {https://arxiv.org/abs/2109.09432},
eprinttype = {arXiv},
eprint = {2109.09432},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@book{DBLP:series/synthesis/2020Hamilton,
author = {William L. Hamilton},
title = {Graph Representation Learning},
series = {Synthesis Lectures on Artificial Intelligence and Machine Learning},
publisher = {Morgan {\&} Claypool Publishers},
year = {2020},
url = {https://doi.org/10.2200/S01045ED1V01Y202009AIM046},
doi = {10.2200/S01045ED1V01Y202009AIM046},
isbn = {978-3-031-00460-5},
timestamp = {Tue, 17 Oct 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/series/synthesis/2020Hamilton.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/YanHB20,
author = {Zichao Yan and
William L. Hamilton and
Mathieu Blanchette},
title = {Graph neural representational learning of {RNA} secondary structures
for predicting RNA-protein interactions},
journal = {Bioinform.},
volume = {36},
number = {Supplement-1},
pages = {i276--i284},
year = {2020},
url = {https://doi.org/10.1093/bioinformatics/btaa456},
doi = {10.1093/BIOINFORMATICS/BTAA456},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/YanHB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/SinhaPWLHP20,
author = {Koustuv Sinha and
Prasanna Parthasarathi and
Jasmine Wang and
Ryan Lowe and
William L. Hamilton and
Joelle Pineau},
editor = {Dan Jurafsky and
Joyce Chai and
Natalie Schluter and
Joel R. Tetreault},
title = {Learning an Unreferenced Metric for Online Dialogue Evaluation},
booktitle = {Proceedings of the 58th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2020, Online, July 5-10, 2020},
pages = {2430--2441},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.acl-main.220},
doi = {10.18653/V1/2020.ACL-MAIN.220},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/SinhaPWLHP20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/WuCCH20,
author = {Jiapeng Wu and
Meng Cao and
Jackie Chi Kit Cheung and
William L. Hamilton},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {5730--5746},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.462},
doi = {10.18653/V1/2020.EMNLP-MAIN.462},
timestamp = {Wed, 23 Mar 2022 10:11:55 +0100},
biburl = {https://dblp.org/rec/conf/emnlp/WuCCH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/AhrabianFSHB20,
author = {Kian Ahrabian and
Aarash Feizi and
Yasmin Salehi and
William L. Hamilton and
Avishek Joey Bose},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Structure Aware Negative Sampling in Knowledge Graphs},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {6093--6101},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.492},
doi = {10.18653/V1/2020.EMNLP-MAIN.492},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/AhrabianFSHB20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DongRH20,
author = {Jin Dong and
Marc{-}Antoine Rondeau and
William L. Hamilton},
editor = {Bonnie Webber and
Trevor Cohn and
Yulan He and
Yang Liu},
title = {Distilling Structured Knowledge for Text-Based Relational Reasoning},
booktitle = {Proceedings of the 2020 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2020, Online, November 16-20, 2020},
pages = {6782--6791},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.emnlp-main.551},
doi = {10.18653/V1/2020.EMNLP-MAIN.551},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/DongRH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BoseSLPH20,
author = {Avishek Joey Bose and
Ariella Smofsky and
Renjie Liao and
Prakash Panangaden and
William L. Hamilton},
title = {Latent Variable Modelling with Hyperbolic Normalizing Flows},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {1045--1055},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/bose20a.html},
timestamp = {Tue, 15 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BoseSLPH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/TeruDH20,
author = {Komal K. Teru and
Etienne G. Denis and
William L. Hamilton},
title = {Inductive Relation Prediction by Subgraph Reasoning},
booktitle = {Proceedings of the 37th International Conference on Machine Learning,
{ICML} 2020, 13-18 July 2020, Virtual Event},
series = {Proceedings of Machine Learning Research},
volume = {119},
pages = {9448--9457},
publisher = {{PMLR}},
year = {2020},
url = {http://proceedings.mlr.press/v119/teru20a.html},
timestamp = {Wed, 27 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/TeruDH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/AdhikariYCZRLPT20,
author = {Ashutosh Adhikari and
Xingdi Yuan and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Mikul{\'{a}}{\^{s}} Zelinka and
Marc{-}Antoine Rondeau and
Romain Laroche and
Pascal Poupart and
Jian Tang and
Adam Trischler and
William L. Hamilton},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Learning Dynamic Belief Graphs to Generalize on Text-Based Games},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/1fc30b9d4319760b04fab735fbfed9a9-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/AdhikariYCZRLPT20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/BoseGBCVLH20,
author = {Avishek Joey Bose and
Gauthier Gidel and
Hugo Berard and
Andre Cianflone and
Pascal Vincent and
Simon Lacoste{-}Julien and
William L. Hamilton},
editor = {Hugo Larochelle and
Marc'Aurelio Ranzato and
Raia Hadsell and
Maria{-}Florina Balcan and
Hsuan{-}Tien Lin},
title = {Adversarial Example Games},
booktitle = {Advances in Neural Information Processing Systems 33: Annual Conference
on Neural Information Processing Systems 2020, NeurIPS 2020, December
6-12, 2020, virtual},
year = {2020},
url = {https://proceedings.neurips.cc/paper/2020/hash/65586803f1435736f42a541d3a924595-Abstract.html},
timestamp = {Tue, 19 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/BoseGBCVLH20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/rep4nlp/AdhikariRTHL20,
author = {Ashutosh Adhikari and
Achyudh Ram and
Raphael Tang and
William L. Hamilton and
Jimmy Lin},
editor = {Spandana Gella and
Johannes Welbl and
Marek Rei and
Fabio Petroni and
Patrick S. H. Lewis and
Emma Strubell and
Min Joon Seo and
Hannaneh Hajishirzi},
title = {Exploring the Limits of Simple Learners in Knowledge Distillation
for Document Classification with DocBERT},
booktitle = {Proceedings of the 5th Workshop on Representation Learning for NLP,
RepL4NLP@ACL 2020, Online, July 9, 2020},
pages = {72--77},
publisher = {Association for Computational Linguistics},
year = {2020},
url = {https://doi.org/10.18653/v1/2020.repl4nlp-1.10},
doi = {10.18653/V1/2020.REPL4NLP-1.10},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/rep4nlp/AdhikariRTHL20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09063,
author = {Agnieszka Slowik and
Abhinav Gupta and
William L. Hamilton and
Mateja Jamnik and
Sean B. Holden},
title = {Towards Graph Representation Learning in Emergent Communication},
journal = {CoRR},
volume = {abs/2001.09063},
year = {2020},
url = {https://arxiv.org/abs/2001.09063},
eprinttype = {arXiv},
eprint = {2001.09063},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09063.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01335,
author = {Agnieszka Slowik and
Abhinav Gupta and
William L. Hamilton and
Mateja Jamnik and
Sean B. Holden and
Christopher J. Pal},
title = {Exploring Structural Inductive Biases in Emergent Communication},
journal = {CoRR},
volume = {abs/2002.01335},
year = {2020},
url = {https://arxiv.org/abs/2002.01335},
eprinttype = {arXiv},
eprint = {2002.01335},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01335.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-06336,
author = {Avishek Joey Bose and
Ariella Smofsky and
Renjie Liao and
Prakash Panangaden and
William L. Hamilton},
title = {Latent Variable Modelling with Hyperbolic Normalizing Flows},
journal = {CoRR},
volume = {abs/2002.06336},
year = {2020},
url = {https://arxiv.org/abs/2002.06336},
eprinttype = {arXiv},
eprint = {2002.06336},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-06336.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-09127,
author = {Ashutosh Adhikari and
Xingdi Yuan and
Marc{-}Alexandre C{\^{o}}t{\'{e}} and
Mikul{\'{a}}{\^{s}} Zelinka and
Marc{-}Antoine Rondeau and
Romain Laroche and
Pascal Poupart and
Jian Tang and
Adam Trischler and
William L. Hamilton},
title = {Learning Dynamic Knowledge Graphs to Generalize on Text-Based Games},
journal = {CoRR},
volume = {abs/2002.09127},
year = {2020},
url = {https://arxiv.org/abs/2002.09127},
eprinttype = {arXiv},
eprint = {2002.09127},
timestamp = {Mon, 29 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-09127.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2003-06560,
author = {Koustuv Sinha and
Shagun Sodhani and
Joelle Pineau and
William L. Hamilton},
title = {Evaluating Logical Generalization in Graph Neural Networks},
journal = {CoRR},
volume = {abs/2003.06560},
year = {2020},
url = {https://arxiv.org/abs/2003.06560},
eprinttype = {arXiv},
eprint = {2003.06560},
timestamp = {Tue, 17 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2003-06560.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2005-00583,
author = {Koustuv Sinha and
Prasanna Parthasarathi and
Jasmine Wang and
Ryan Lowe and
William L. Hamilton and
Joelle Pineau},
title = {Learning an Unreferenced Metric for Online Dialogue Evaluation},
journal = {CoRR},
volume = {abs/2005.00583},
year = {2020},
url = {https://arxiv.org/abs/2005.00583},
eprinttype = {arXiv},
eprint = {2005.00583},
timestamp = {Fri, 08 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2005-00583.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-11702,
author = {Lu Liu and
William L. Hamilton and
Guodong Long and
Jing Jiang and
Hugo Larochelle},
title = {A Universal Representation Transformer Layer for Few-Shot Image Classification},
journal = {CoRR},
volume = {abs/2006.11702},
year = {2020},
url = {https://arxiv.org/abs/2006.11702},
eprinttype = {arXiv},
eprint = {2006.11702},
timestamp = {Tue, 06 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-11702.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2007-00720,
author = {Avishek Joey Bose and
Gauthier Gidel and
Hugo Berard and
Andre Cianflone and
Pascal Vincent and
Simon Lacoste{-}Julien and
William L. Hamilton},
title = {Adversarial Example Games},
journal = {CoRR},
volume = {abs/2007.00720},
year = {2020},
url = {https://arxiv.org/abs/2007.00720},
eprinttype = {arXiv},
eprint = {2007.00720},
timestamp = {Mon, 06 Jul 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2007-00720.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-09084,
author = {Devendra Singh Sachan and
Yuhao Zhang and
Peng Qi and
William L. Hamilton},
title = {Do Syntax Trees Help Pre-trained Transformers Extract Information?},
journal = {CoRR},
volume = {abs/2008.09084},
year = {2020},
url = {https://arxiv.org/abs/2008.09084},
eprinttype = {arXiv},
eprint = {2008.09084},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-09084.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-00664,
author = {Carlos G. Oliver and
Vincent Mallet and
Pericles Philippopoulos and
William L. Hamilton and
J{\'{e}}r{\^{o}}me Waldisp{\"{u}}hl},
title = {VeRNAl: {A} Tool for Mining Fuzzy Network Motifs in {RNA}},
journal = {CoRR},
volume = {abs/2009.00664},
year = {2020},
url = {https://arxiv.org/abs/2009.00664},
eprinttype = {arXiv},
eprint = {2009.00664},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-00664.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-11355,
author = {Kian Ahrabian and
Aarash Feizi and
Yasmin Salehi and
William L. Hamilton and
Avishek Joey Bose},
title = {Structure Aware Negative Sampling in Knowledge Graphs},
journal = {CoRR},
volume = {abs/2009.11355},
year = {2020},
url = {https://arxiv.org/abs/2009.11355},
eprinttype = {arXiv},
eprint = {2009.11355},
timestamp = {Wed, 30 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-11355.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-02863,
author = {Dominique Beaini and
Saro Passaro and
Vincent L{\'{e}}tourneau and
William L. Hamilton and
Gabriele Corso and
Pietro Li{\`{o}}},
title = {Directional Graph Networks},
journal = {CoRR},
volume = {abs/2010.02863},
year = {2020},
url = {https://arxiv.org/abs/2010.02863},
eprinttype = {arXiv},
eprint = {2010.02863},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-02863.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-03526,
author = {Jiapeng Wu and
Meng Cao and
Jackie Chi Kit Cheung and
William L. Hamilton},
title = {TeMP: Temporal Message Passing for Temporal Knowledge Graph Completion},
journal = {CoRR},
volume = {abs/2010.03526},
year = {2020},
url = {https://arxiv.org/abs/2010.03526},
eprinttype = {arXiv},
eprint = {2010.03526},
timestamp = {Tue, 13 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-03526.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2010-11374,
author = {Devendra Singh Sachan and
Lingfei Wu and
Mrinmaya Sachan and
William L. Hamilton},
title = {Stronger Transformers for Neural Multi-Hop Question Generation},
journal = {CoRR},
volume = {abs/2010.11374},
year = {2020},
url = {https://arxiv.org/abs/2010.11374},
eprinttype = {arXiv},
eprint = {2010.11374},
timestamp = {Thu, 21 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2010-11374.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/0001RFHLRG19,
author = {Christopher Morris and
Martin Ritzert and
Matthias Fey and
William L. Hamilton and
Jan Eric Lenssen and
Gaurav Rattan and
Martin Grohe},
title = {Weisfeiler and Leman Go Neural: Higher-Order Graph Neural Networks},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {4602--4609},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014602},
doi = {10.1609/AAAI.V33I01.33014602},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/0001RFHLRG19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/SinhaSDPH19,
author = {Koustuv Sinha and
Shagun Sodhani and
Jin Dong and
Joelle Pineau and
William L. Hamilton},
editor = {Kentaro Inui and
Jing Jiang and
Vincent Ng and
Xiaojun Wan},
title = {{CLUTRR:} {A} Diagnostic Benchmark for Inductive Reasoning from Text},
booktitle = {Proceedings of the 2019 Conference on Empirical Methods in Natural
Language Processing and the 9th International Joint Conference on
Natural Language Processing, {EMNLP-IJCNLP} 2019, Hong Kong, China,
November 3-7, 2019},
pages = {4505--4514},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/D19-1458},
doi = {10.18653/V1/D19-1458},
timestamp = {Thu, 07 Apr 2022 09:14:07 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/SinhaSDPH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/VelickovicFHLBH19,
author = {Petar Velickovic and
William Fedus and
William L. Hamilton and
Pietro Li{\`{o}} and
Yoshua Bengio and
R. Devon Hjelm},
title = {Deep Graph Infomax},
booktitle = {7th International Conference on Learning Representations, {ICLR} 2019,
New Orleans, LA, USA, May 6-9, 2019},
publisher = {OpenReview.net},
year = {2019},
url = {https://openreview.net/forum?id=rklz9iAcKQ},
timestamp = {Thu, 25 Jul 2019 13:03:15 +0200},
biburl = {https://dblp.org/rec/conf/iclr/VelickovicFHLBH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BoseH19,
author = {Avishek Joey Bose and
William L. Hamilton},
editor = {Kamalika Chaudhuri and
Ruslan Salakhutdinov},
title = {Compositional Fairness Constraints for Graph Embeddings},
booktitle = {Proceedings of the 36th International Conference on Machine Learning,
{ICML} 2019, 9-15 June 2019, Long Beach, California, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {97},
pages = {715--724},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v97/bose19a.html},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/BoseH19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/interspeech/OnuLHP19,
author = {Charles C. Onu and
Jonathan Lebensold and
William L. Hamilton and
Doina Precup},
editor = {Gernot Kubin and
Zdravko Kacic},
title = {Neural Transfer Learning for Cry-Based Diagnosis of Perinatal Asphyxia},
booktitle = {Interspeech 2019, 20th Annual Conference of the International Speech
Communication Association, Graz, Austria, 15-19 September 2019},
pages = {3053--3057},
publisher = {{ISCA}},
year = {2019},
url = {https://doi.org/10.21437/Interspeech.2019-2340},
doi = {10.21437/INTERSPEECH.2019-2340},
timestamp = {Fri, 29 Jan 2021 17:41:10 +0100},
biburl = {https://dblp.org/rec/conf/interspeech/OnuLHP19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiaoLSWHDUZ19,
author = {Renjie Liao and
Yujia Li and
Yang Song and
Shenlong Wang and
William L. Hamilton and
David Duvenaud and
Raquel Urtasun and
Richard S. Zemel},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Efficient Graph Generation with Graph Recurrent Attention Networks},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {4257--4267},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/d0921d442ee91b896ad95059d13df618-Abstract.html},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiaoLSWHDUZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10674,
author = {Avishek Joey Bose and
William L. Hamilton},
title = {Compositional Fairness Constraints for Graph Embeddings},
journal = {CoRR},
volume = {abs/1905.10674},
year = {2019},
url = {http://arxiv.org/abs/1905.10674},
eprinttype = {arXiv},
eprint = {1905.10674},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10674.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-10864,
author = {Avishek Joey Bose and
Andre Cianflone and
William L. Hamilton},
title = {Generalizable Adversarial Attacks Using Generative Models},
journal = {CoRR},
volume = {abs/1905.10864},
year = {2019},
url = {http://arxiv.org/abs/1905.10864},
eprinttype = {arXiv},
eprint = {1905.10864},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-10864.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1906-10199,
author = {Charles C. Onu and
Jonathan Lebensold and
William L. Hamilton and
Doina Precup},
title = {Neural Transfer Learning for Cry-based Diagnosis of Perinatal Asphyxia},
journal = {CoRR},
volume = {abs/1906.10199},
year = {2019},
url = {http://arxiv.org/abs/1906.10199},
eprinttype = {arXiv},
eprint = {1906.10199},
timestamp = {Thu, 27 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1906-10199.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-06177,
author = {Koustuv Sinha and
Shagun Sodhani and
Jin Dong and
Joelle Pineau and
William L. Hamilton},
title = {{CLUTRR:} {A} Diagnostic Benchmark for Inductive Reasoning from Text},
journal = {CoRR},
volume = {abs/1908.06177},
year = {2019},
url = {http://arxiv.org/abs/1908.06177},
eprinttype = {arXiv},
eprint = {1908.06177},
timestamp = {Mon, 26 Aug 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-06177.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-00760,
author = {Renjie Liao and
Yujia Li and
Yang Song and
Shenlong Wang and
Charlie Nash and
William L. Hamilton and
David Duvenaud and
Raquel Urtasun and
Richard S. Zemel},
title = {Efficient Graph Generation with Graph Recurrent Attention Networks},
journal = {CoRR},
volume = {abs/1910.00760},
year = {2019},
url = {http://arxiv.org/abs/1910.00760},
eprinttype = {arXiv},
eprint = {1910.00760},
timestamp = {Sat, 02 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-00760.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-05876,
author = {Jonathan Lebensold and
William L. Hamilton and
Borja Balle and
Doina Precup},
title = {Actor Critic with Differentially Private Critic},
journal = {CoRR},
volume = {abs/1910.05876},
year = {2019},
url = {http://arxiv.org/abs/1910.05876},
eprinttype = {arXiv},
eprint = {1910.05876},
timestamp = {Wed, 16 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-05876.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1911-06962,
author = {Komal K. Teru and
William L. Hamilton},
title = {Inductive Relation Prediction on Knowledge Graphs},
journal = {CoRR},
volume = {abs/1911.06962},
year = {2019},
url = {http://arxiv.org/abs/1911.06962},
eprinttype = {arXiv},
eprint = {1911.06962},
timestamp = {Mon, 02 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1911-06962.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-09867,
author = {Avishek Joey Bose and
Ankit Jain and
Piero Molino and
William L. Hamilton},
title = {Meta-Graph: Few shot Link Prediction via Meta Learning},
journal = {CoRR},
volume = {abs/1912.09867},
year = {2019},
url = {http://arxiv.org/abs/1912.09867},
eprinttype = {arXiv},
eprint = {1912.09867},
timestamp = {Fri, 03 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-09867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@phdthesis{DBLP:phd/us/Hamilton18,
author = {William L. Hamilton},
title = {Representation learning methods for computational social science},
school = {Stanford University, {USA}},
year = {2018},
url = {https://searchworks.stanford.edu/view/12739838},
timestamp = {Fri, 02 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/phd/us/Hamilton18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/YouYRHL18,
author = {Jiaxuan You and
Rex Ying and
Xiang Ren and
William L. Hamilton and
Jure Leskovec},
editor = {Jennifer G. Dy and
Andreas Krause},
title = {GraphRNN: Generating Realistic Graphs with Deep Auto-regressive Models},
booktitle = {Proceedings of the 35th International Conference on Machine Learning,
{ICML} 2018, Stockholmsm{\"{a}}ssan, Stockholm, Sweden, July
10-15, 2018},
series = {Proceedings of Machine Learning Research},
volume = {80},
pages = {5694--5703},
publisher = {{PMLR}},
year = {2018},
url = {http://proceedings.mlr.press/v80/you18a.html},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icml/YouYRHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/YingHCEHL18,
author = {Rex Ying and
Ruining He and
Kaifeng Chen and
Pong Eksombatchai and
William L. Hamilton and
Jure Leskovec},
editor = {Yike Guo and
Faisal Farooq},
title = {Graph Convolutional Neural Networks for Web-Scale Recommender Systems},
booktitle = {Proceedings of the 24th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2018, London, UK,
August 19-23, 2018},
pages = {974--983},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3219819.3219890},
doi = {10.1145/3219819.3219890},
timestamp = {Sat, 09 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/YingHCEHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HamiltonBZJL18,
author = {William L. Hamilton and
Payal Bajaj and
Marinka Zitnik and
Dan Jurafsky and
Jure Leskovec},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Embedding Logical Queries on Knowledge Graphs},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {2030--2041},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/ef50c335cca9f340bde656363ebd02fd-Abstract.html},
timestamp = {Mon, 16 May 2022 15:41:51 +0200},
biburl = {https://dblp.org/rec/conf/nips/HamiltonBZJL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/YingY0RHL18,
author = {Zhitao Ying and
Jiaxuan You and
Christopher Morris and
Xiang Ren and
William L. Hamilton and
Jure Leskovec},
editor = {Samy Bengio and
Hanna M. Wallach and
Hugo Larochelle and
Kristen Grauman and
Nicol{\`{o}} Cesa{-}Bianchi and
Roman Garnett},
title = {Hierarchical Graph Representation Learning with Differentiable Pooling},
booktitle = {Advances in Neural Information Processing Systems 31: Annual Conference
on Neural Information Processing Systems 2018, NeurIPS 2018, December
3-8, 2018, Montr{\'{e}}al, Canada},
pages = {4805--4815},
year = {2018},
url = {https://proceedings.neurips.cc/paper/2018/hash/e77dbaf6759253c7c6d0efc5690369c7-Abstract.html},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/YingY0RHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/KumarHLJ18,
author = {Srijan Kumar and
William L. Hamilton and
Jure Leskovec and
Dan Jurafsky},
editor = {Pierre{-}Antoine Champin and
Fabien Gandon and
Mounia Lalmas and
Panagiotis G. Ipeirotis},
title = {Community Interaction and Conflict on the Web},
booktitle = {Proceedings of the 2018 World Wide Web Conference on World Wide Web,
{WWW} 2018, Lyon, France, April 23-27, 2018},
pages = {933--943},
publisher = {{ACM}},
year = {2018},
url = {https://doi.org/10.1145/3178876.3186141},
doi = {10.1145/3178876.3186141},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/www/KumarHLJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1802-08773,
author = {Jiaxuan You and
Rex Ying and
Xiang Ren and
William L. Hamilton and
Jure Leskovec},
title = {GraphRNN: {A} Deep Generative Model for Graphs},
journal = {CoRR},
volume = {abs/1802.08773},
year = {2018},
url = {http://arxiv.org/abs/1802.08773},
eprinttype = {arXiv},
eprint = {1802.08773},
timestamp = {Mon, 01 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1802-08773.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1803-03697,
author = {Srijan Kumar and
William L. Hamilton and
Jure Leskovec and
Dan Jurafsky},
title = {Community Interaction and Conflict on the Web},
journal = {CoRR},
volume = {abs/1803.03697},
year = {2018},
url = {http://arxiv.org/abs/1803.03697},
eprinttype = {arXiv},
eprint = {1803.03697},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1803-03697.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01445,
author = {William L. Hamilton and
Payal Bajaj and
Marinka Zitnik and
Dan Jurafsky and
Jure Leskovec},
title = {Querying Complex Networks in Vector Space},
journal = {CoRR},
volume = {abs/1806.01445},
year = {2018},
url = {http://arxiv.org/abs/1806.01445},
eprinttype = {arXiv},
eprint = {1806.01445},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01445.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-01973,
author = {Rex Ying and
Ruining He and
Kaifeng Chen and
Pong Eksombatchai and
William L. Hamilton and
Jure Leskovec},
title = {Graph Convolutional Neural Networks for Web-Scale Recommender Systems},
journal = {CoRR},
volume = {abs/1806.01973},
year = {2018},
url = {http://arxiv.org/abs/1806.01973},
eprinttype = {arXiv},
eprint = {1806.01973},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-01973.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1806-08804,
author = {Rex Ying and
Jiaxuan You and
Christopher Morris and
Xiang Ren and
William L. Hamilton and
Jure Leskovec},
title = {Hierarchical Graph Representation Learning with Differentiable Pooling},
journal = {CoRR},
volume = {abs/1806.08804},
year = {2018},
url = {http://arxiv.org/abs/1806.08804},
eprinttype = {arXiv},
eprint = {1806.08804},
timestamp = {Wed, 11 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1806-08804.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1809-10341,
author = {Petar Velickovic and
William Fedus and
William L. Hamilton and
Pietro Li{\`{o}} and
Yoshua Bengio and
R. Devon Hjelm},
title = {Deep Graph Infomax},
journal = {CoRR},
volume = {abs/1809.10341},
year = {2018},
url = {http://arxiv.org/abs/1809.10341},
eprinttype = {arXiv},
eprint = {1809.10341},
timestamp = {Fri, 05 Oct 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1809-10341.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1810-02244,
author = {Christopher Morris and
Martin Ritzert and
Matthias Fey and
William L. Hamilton and
Jan Eric Lenssen and
Gaurav Rattan and
Martin Grohe},
title = {Weisfeiler and Leman Go Neural: Higher-order Graph Neural Networks},
journal = {CoRR},
volume = {abs/1810.02244},
year = {2018},
url = {http://arxiv.org/abs/1810.02244},
eprinttype = {arXiv},
eprint = {1810.02244},
timestamp = {Wed, 31 Oct 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1810-02244.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-02959,
author = {Koustuv Sinha and
Shagun Sodhani and
William L. Hamilton and
Joelle Pineau},
title = {Compositional Language Understanding with Text-based Relational Reasoning},
journal = {CoRR},
volume = {abs/1811.02959},
year = {2018},
url = {http://arxiv.org/abs/1811.02959},
eprinttype = {arXiv},
eprint = {1811.02959},
timestamp = {Thu, 22 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-02959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/debu/HamiltonYL17,
author = {William L. Hamilton and
Rex Ying and
Jure Leskovec},
title = {Representation Learning on Graphs: Methods and Applications},
journal = {{IEEE} Data Eng. Bull.},
volume = {40},
number = {3},
pages = {52--74},
year = {2017},
url = {http://sites.computer.org/debull/A17sept/p52.pdf},
timestamp = {Tue, 10 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/debu/HamiltonYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/ZhangHDJL17,
author = {Justine Zhang and
William L. Hamilton and
Cristian Danescu{-}Niculescu{-}Mizil and
Dan Jurafsky and
Jure Leskovec},
title = {Community Identity and User Engagement in a Multi-Community Landscape},
booktitle = {Proceedings of the Eleventh International Conference on Web and Social
Media, {ICWSM} 2017, Montr{\'{e}}al, Qu{\'{e}}bec, Canada,
May 15-18, 2017},
pages = {377--386},
publisher = {{AAAI} Press},
year = {2017},
url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15706},
timestamp = {Fri, 19 May 2017 12:45:06 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/ZhangHDJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icwsm/HamiltonZDJL17,
author = {William L. Hamilton and
Justine Zhang and
Cristian Danescu{-}Niculescu{-}Mizil and
Dan Jurafsky and
Jure Leskovec},
title = {Loyalty in Online Communities},
booktitle = {Proceedings of the Eleventh International Conference on Web and Social
Media, {ICWSM} 2017, Montr{\'{e}}al, Qu{\'{e}}bec, Canada,
May 15-18, 2017},
pages = {540--543},
publisher = {{AAAI} Press},
year = {2017},
url = {https://aaai.org/ocs/index.php/ICWSM/ICWSM17/paper/view/15710},
timestamp = {Fri, 19 May 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icwsm/HamiltonZDJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/HamiltonYL17,
author = {William L. Hamilton and
Zhitao Ying and
Jure Leskovec},
editor = {Isabelle Guyon and
Ulrike von Luxburg and
Samy Bengio and
Hanna M. Wallach and
Rob Fergus and
S. V. N. Vishwanathan and
Roman Garnett},
title = {Inductive Representation Learning on Large Graphs},
booktitle = {Advances in Neural Information Processing Systems 30: Annual Conference
on Neural Information Processing Systems 2017, December 4-9, 2017,
Long Beach, CA, {USA}},
pages = {1024--1034},
year = {2017},
url = {https://proceedings.neurips.cc/paper/2017/hash/5dd9db5e033da9c6fb5ba83c7a7ebea9-Abstract.html},
timestamp = {Thu, 21 Jan 2021 13:58:27 +0100},
biburl = {https://dblp.org/rec/conf/nips/HamiltonYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HamiltonZDJL17,
author = {William L. Hamilton and
Justine Zhang and
Cristian Danescu{-}Niculescu{-}Mizil and
Dan Jurafsky and
Jure Leskovec},
title = {Loyalty in Online Communities},
journal = {CoRR},
volume = {abs/1703.03386},
year = {2017},
url = {http://arxiv.org/abs/1703.03386},
eprinttype = {arXiv},
eprint = {1703.03386},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HamiltonZDJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ZhangHDJL17,
author = {Justine Zhang and
William L. Hamilton and
Cristian Danescu{-}Niculescu{-}Mizil and
Dan Jurafsky and
Jure Leskovec},
title = {Community Identity and User Engagement in a Multi-Community Landscape},
journal = {CoRR},
volume = {abs/1705.09665},
year = {2017},
url = {http://arxiv.org/abs/1705.09665},
eprinttype = {arXiv},
eprint = {1705.09665},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ZhangHDJL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HamiltonYL17,
author = {William L. Hamilton and
Rex Ying and
Jure Leskovec},
title = {Inductive Representation Learning on Large Graphs},
journal = {CoRR},
volume = {abs/1706.02216},
year = {2017},
url = {http://arxiv.org/abs/1706.02216},
eprinttype = {arXiv},
eprint = {1706.02216},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HamiltonYL17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1709-05584,
author = {William L. Hamilton and
Rex Ying and
Jure Leskovec},
title = {Representation Learning on Graphs: Methods and Applications},
journal = {CoRR},
volume = {abs/1709.05584},
year = {2017},
url = {http://arxiv.org/abs/1709.05584},
eprinttype = {arXiv},
eprint = {1709.05584},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1709-05584.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/HamiltonLJ16,
author = {William L. Hamilton and
Jure Leskovec and
Dan Jurafsky},
title = {Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
1: Long Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-1141},
doi = {10.18653/V1/P16-1141},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/HamiltonLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl/PrabhakaranHMJ16,
author = {Vinodkumar Prabhakaran and
William L. Hamilton and
Daniel A. McFarland and
Dan Jurafsky},
title = {Predicting the Rise and Fall of Scientific Topics from Trends in their
Rhetorical Framing},
booktitle = {Proceedings of the 54th Annual Meeting of the Association for Computational
Linguistics, {ACL} 2016, August 7-12, 2016, Berlin, Germany, Volume
1: Long Papers},
publisher = {The Association for Computer Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/p16-1111},
doi = {10.18653/V1/P16-1111},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acl/PrabhakaranHMJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acl-nlpcss/WangHL16,
author = {Alex Wang and
William L. Hamilton and
Jure Leskovec},
editor = {David Bamman and
A. Seza Dogru{\"{o}}z and
Jacob Eisenstein and
Dirk Hovy and
David Jurgens and
Brendan O'Connor and
Alice Oh and
Oren Tsur and
Svitlana Volkova},
title = {Learning Linguistic Descriptors of User Roles in Online Communities},
booktitle = {Proceedings of the First Workshop on {NLP} and Computational Social
Science, NLP+CSS@EMNLP 2016, Austin, TX, USA, November 5, 2016},
pages = {76--85},
publisher = {Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/W16-5610},
doi = {10.18653/V1/W16-5610},
timestamp = {Fri, 16 Sep 2022 08:16:49 +0200},
biburl = {https://dblp.org/rec/conf/acl-nlpcss/WangHL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HamiltonCLJ16,
author = {William L. Hamilton and
Kevin Clark and
Jure Leskovec and
Dan Jurafsky},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {595--605},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1057},
doi = {10.18653/V1/D16-1057},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HamiltonCLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/HamiltonLJ16,
author = {William L. Hamilton and
Jure Leskovec and
Dan Jurafsky},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {Cultural Shift or Linguistic Drift? Comparing Two Computational Measures
of Semantic Change},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {2116--2121},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1229},
doi = {10.18653/V1/D16-1229},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/HamiltonLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HamiltonLJ16,
author = {William L. Hamilton and
Jure Leskovec and
Dan Jurafsky},
title = {Diachronic Word Embeddings Reveal Statistical Laws of Semantic Change},
journal = {CoRR},
volume = {abs/1605.09096},
year = {2016},
url = {http://arxiv.org/abs/1605.09096},
eprinttype = {arXiv},
eprint = {1605.09096},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HamiltonLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HamiltonCLJ16,
author = {William L. Hamilton and
Kevin Clark and
Jure Leskovec and
Dan Jurafsky},
title = {Inducing Domain-Specific Sentiment Lexicons from Unlabeled Corpora},
journal = {CoRR},
volume = {abs/1606.02820},
year = {2016},
url = {http://arxiv.org/abs/1606.02820},
eprinttype = {arXiv},
eprint = {1606.02820},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HamiltonCLJ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HamiltonLJ16a,
author = {William L. Hamilton and
Jure Leskovec and
Dan Jurafsky},
title = {Cultural Shift or Linguistic Drift? Comparing Two Computational Measures
of Semantic Change},
journal = {CoRR},
volume = {abs/1606.02821},
year = {2016},
url = {http://arxiv.org/abs/1606.02821},
eprinttype = {arXiv},
eprint = {1606.02821},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HamiltonLJ16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HamiltonFP14,
author = {William L. Hamilton and
Mahdi Milani Fard and
Joelle Pineau},
title = {Efficient learning and planning with compressed predictive states},
journal = {J. Mach. Learn. Res.},
volume = {15},
number = {1},
pages = {3395--3439},
year = {2014},
url = {https://dl.acm.org/doi/10.5555/2627435.2750354},
doi = {10.5555/2627435.2750354},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/HamiltonFP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/BalleHP14,
author = {Borja Balle and
William L. Hamilton and
Joelle Pineau},
title = {Methods of Moments for Learning Stochastic Languages: Unified Presentation
and Empirical Comparison},
booktitle = {Proceedings of the 31th International Conference on Machine Learning,
{ICML} 2014, Beijing, China, 21-26 June 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {32},
pages = {1386--1394},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v32/balle14.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/BalleHP14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/HamiltonFP13,
author = {William L. Hamilton and
Mahdi Milani Fard and
Joelle Pineau},
title = {Modelling Sparse Dynamical Systems with Compressed Predictive State
Representations},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {178--186},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/hamilton13.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/HamiltonFP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/HamiltonFP13,
author = {William L. Hamilton and
Mahdi Milani Fard and
Joelle Pineau},
title = {Efficient Learning and Planning with Compressed Predictive States},
journal = {CoRR},
volume = {abs/1312.0286},
year = {2013},
url = {http://arxiv.org/abs/1312.0286},
eprinttype = {arXiv},
eprint = {1312.0286},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/HamiltonFP13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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